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    35 repositories

    • onnxruntime_backend

      Public
      The Triton backend for the ONNX Runtime.
      inferencebackendtriton-inference-serveronnx-runtime
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •56•130•71•4•Updated Nov 15, 2024Nov 15, 2024

    • server

      Public
      The Triton Inference Server provides an optimized cloud and edge inferencing solution.
      machine-learningclouddeep-learninggpuinferenceedgedatacenter
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.5k•8.3k•576•60•Updated Nov 15, 2024Nov 15, 2024

    • perf_analyzer

      Public
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •6•22•9•8•Updated Nov 15, 2024Nov 15, 2024

    • triton_cli

      Public
      Triton CLI is an open source command line interface that enables users to create, deploy, and profile models served by the Triton Inference Server.
      Python
      •2•50•2•1•Updated Nov 15, 2024Nov 15, 2024

    • tutorials

      Public
      This repository contains tutorials and examples for Triton Inference Server
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •96•563•8•16•Updated Nov 15, 2024Nov 15, 2024

    • pytriton

      Public
      PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
      gpudeep-learninginference
      Python
      •
      Apache License 2.0
      •51•742•9•0•Updated Nov 15, 2024Nov 15, 2024

    • pytorch_backend

      Public
      The Triton backend for the PyTorch TorchScript models.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •43•124•0•3•Updated Nov 15, 2024Nov 15, 2024

    • tensorrtllm_backend

      Public
      The Triton TensorRT-LLM Backend
      Python
      •
      Apache License 2.0
      •105•706•262•18•Updated Nov 14, 2024Nov 14, 2024

    • client

      Public
      Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •233•563•32•27•Updated Nov 14, 2024Nov 14, 2024

    • core

      Public
      The core library and APIs implementing the Triton Inference Server.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •104•105•0•17•Updated Nov 14, 2024Nov 14, 2024

    • model_analyzer

      Public
      Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.
      deep-learninggpuinferenceperformance-analysis
      Python
      •
      Apache License 2.0
      •74•429•21•4•Updated Nov 13, 2024Nov 13, 2024

    • tensorrt_backend

      Public
      The Triton backend for TensorRT.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •29•63•0•1•Updated Nov 13, 2024Nov 13, 2024

    • third_party

      Public
      Third-party source packages that are modified for use in Triton.
      C
      •
      BSD 3-Clause "New" or "Revised" License
      •56•6•0•5•Updated Nov 12, 2024Nov 12, 2024

    • backend

      Public
      Common source, scripts and utilities for creating Triton backends.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •89•294•0•3•Updated Nov 12, 2024Nov 12, 2024

    • common

      Public
      Common source, scripts and utilities shared across all Triton repositories.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •75•62•0•3•Updated Nov 12, 2024Nov 12, 2024

    • developer_tools

      Public
      C++
      •10•18•0•4•Updated Nov 12, 2024Nov 12, 2024

    • python_backend

      Public
      Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •145•546•0•12•Updated Nov 12, 2024Nov 12, 2024

    • redis_cache

      Public
      TRITONCACHE implementation of a Redis cache
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •4•12•2•0•Updated Nov 12, 2024Nov 12, 2024

    • repeat_backend

      Public
      An example Triton backend that demonstrates sending zero, one, or multiple responses for each request.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •7•5•0•0•Updated Nov 12, 2024Nov 12, 2024

    • tensorflow_backend

      Public
      The Triton backend for TensorFlow.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •19•44•0•2•Updated Nov 12, 2024Nov 12, 2024

    • checksum_repository_agent

      Public
      The Triton repository agent that verifies model checksums.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •7•10•0•0•Updated Nov 11, 2024Nov 11, 2024

    • square_backend

      Public
      Simple Triton backend used for testing.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •4•2•0•0•Updated Nov 8, 2024Nov 8, 2024

    • openvino_backend

      Public
      OpenVINO backend for Triton.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •16•29•5•3•Updated Nov 8, 2024Nov 8, 2024

    • local_cache

      Public
      Implementation of a local in-memory cache for Triton Inference Server's TRITONCACHE API
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •1•5•1•0•Updated Nov 8, 2024Nov 8, 2024

    • identity_backend

      Public
      Example Triton backend that demonstrates most of the Triton Backend API.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •12•6•0•0•Updated Nov 8, 2024Nov 8, 2024

    • vllm_backend

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •20•191•0•6•Updated Nov 8, 2024Nov 8, 2024

    • fil_backend

      Public
      FIL backend for the Triton Inference Server
      Jupyter Notebook
      •
      Apache License 2.0
      •36•72•51•2•Updated Nov 6, 2024Nov 6, 2024

    • dali_backend

      Public
      The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.
      pythondeep-learninggpuimage-processingdalidata-preprocessingnvidia-dalifast-data-pipeline
      C++
      •
      MIT License
      •29•124•22•5•Updated Nov 5, 2024Nov 5, 2024

    • model_navigator

      Public
      Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.
      deep-learninggpuinference
      Python
      •
      Apache License 2.0
      •25•183•4•1•Updated Sep 10, 2024Sep 10, 2024

    • contrib

      Public
      Community contributions to Triton that are not officially supported or maintained by the Triton project.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •7•8•0•1•Updated Jun 5, 2024Jun 5, 2024